How the provision of childcare affects attitudes towards maternal employment
Abstract
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Roth, Anja Article How the provision of childcare affects attitudes towards maternal employment Swiss Journal of Economics and Statistics Provided in Cooperation with: Swiss Society of Economics and Statistics, Zurich Suggested Citation: Roth, Anja (2020) : How the provision of childcare affects attitudes towards maternal employment, Swiss Journal of Economics and Statistics, ISSN 2235-6282, Springer, Heidelberg, Vol. 156, Iss. 1, pp. 1-30, https://doi.org/10.1186/s41937-020-00065-7 This Version is available at: https://hdl.handle.net/10419/259759 Standard-Nutzungsbedingungen: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Zwecken und zum Privatgebrauch gespeichert und kopiert werden. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich machen, vertreiben oder anderweitig nutzen. Sofern die Verfasser die Dokumente unter Open-Content-Lizenzen (insbesondere CC-Lizenzen) zur Verfügung gestellt haben sollten, gelten abweichend von diesen Nutzungsbedingungen die in der dort genannten Lizenz gewährten Nutzungsrechte. Terms of use: Documents in EconStor may be saved and copied for your personal and scholarly purposes. You are not to copy documents for public or commercial purposes, to exhibit the documents publicly, to make them publicly available on the internet, or to distribute or otherwise use the documents in public. If the documents have been made available under an Open Content Licence (especially Creative Commons Licences), you may exercise further usage rights as specified in the indicated licence. https://creativecommons.org/licenses/by/4.0/
Swiss Journa l o f Economics and Statistics Roth Swiss Journal of Economics and Statistics (2020) 156:17 https://doi.org/10.1186/s41937-020-00065-7 ORIGINAL ARTICLE Open Access How the provision of childcare affects attitudes towards maternal employment Anja Roth Abstract Do childcare institutions affect gender norms of individuals? I examine the introduction of childcare services and their impact on voters’ support of policies promoting maternal employment. I address the inherent endogeneity between institutions and attitudes by exploiting regional variation in the regulations and provision of childcare for school children outside of regular school hours. My results show that the expansion of childcare for school children increases voters’ support of policies promoting maternal employment. This indicates a direct effect of local institutions on voters’ attitudes. I additionally show that as public costs of the new facilities increase, support of additional policies promoting maternal employment decreases. Keywords: Childcare, Gender norms, Maternal employment, Policy evaluation JEL classifications: H23; H31; J13; J18 1Studies on the impact of childbirth on earnings patterns and on the role of parenthood in explaining gender gaps are e.g. (Adda et al. 2017;Angelovetal. 2016;Bertrandetal.2010; Bütikofer et al. 2018; Budig and England 2001;Correll et al. 2007;Felfe2012;Fitzenbergeretal.2013;Goldin2014; Kleven et al. 2019;Paull2008;Waldfogel1998). 1 Introduction Promoting female employment has been an important goal of most developed countries over the past decades. Despite large advances in women’s educational attainment and labor market attachment, there is still a striking divergence in earnings’ paths of women and men following the birth of a child. Kleven et al. (2019)show that women’s earnings decrease by 30% (Denmark) to 80% (Germany) after the birth of the first child and remain 20% respectively 60% below their counterfactual income 10 years after the birth of their first child. Men’s incomes, on the other hand, remain largely unaffected by the birth of a child1. Parental leave and public childcare decrease the costs for parents to remain attached to the labor market and have been seen as the most important Correspondence: [email protected]. University of Basel, Faculty of Business and Economics, Peter Merian-Weg 6 4002 Basel, Switzerland instruments in allowing parents to reconcile work and family responsibilities2. Recent evidence suggests that gender attitudes are an important factor in explaining the large differences in the decrease in female earnings across countries following the birth of a child (Kleven et al. 2019): Female earnings’ decreases following the birth of a first child are smaller in countries with more positive attitudes towards working mothers. Given these findings, it is crucial to understand the formation of gender attitudes and to disentangle the inherent endogeneity between gender attitudes and institutions facilitating maternal employment. This paper offers an empirical analysis of whether childcare institutions affect political attitudes towards policies facilitating the conciliation of work and family responsibilities. It benefits from a quasi-experimental setting in Switzerland, which creates discontinuity in regulations and in the actual provision of lunchtime and after-school care and thus allows for the application of a differences-indifferences strategy. It also benefits from federal ballots on family policy related topics revealing voters’ preferences. 2Olivetti and Petrongolo (2017) give an excellent overview of family policies across high-income countries and effects of parental leave and early childhood education and care on female employment rates, the gender employment gap, gender earnings gap, and fertility rates. © The Author(s). 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 2 of 30 In 2010, the cantons of Bern and Zurich introduced a new regulation requiring municipalities to assess the demand for childcare for school children each year and to introduce lunchtime and after-school care in case of sufficient demand. Using municipalities in neighboring cantons as a control group allows me to apply a differences-in-differences design to estimate the effect of this new regulation on individuals’ attitudes. The regulation additionally creates interesting variation within cantons, which allows me to study the effect of the actual provision of lunchtime and after-school care on individuals’ attitudes towards working mothers: The regulation clearly states that if ten or more children are signed up for lunchtime and after-school care, the municipality is obligated to introduce these facilities. There are thus some municipalities which are required to introduce lunchtime and after-school care as a consequence of the new regulation, while others are not. I also exploit this feature for the analysis within the same differences-in-differences estimation. The variation within and across cantons allows me to isolate the effect of the introduction of lunchtime and after-school care from the effect of the public costs arising from the expansion of childcare facilities. The total public costs of lunchtime and after-school care are borne by all municipalities within the cantons with regulation, and not only municipalities which introduce lunchtime and after-school care. Estimating the two treatment margins, the provision margin and the regulation margin, isolates the two effects. The cost effect is estimated by comparing municipalities within the treated cantons but without provision to municipalities in the untreated cantons. The provision effect estimates the change in voter support in municipalities with and without provision but within the cantons with regulation. This empirical approach relies on parallel trends of all three types of municipalities: municipalities with no regulation and no provision, municipalities with regulation but no provision, and municipalities with regulation and provision. These identifying assumptions are discussed in more detail in Section 3and challenged drawing upon vote results of bills voted upon on the same day as family policy related bills and individual level post-vote survey data on family policy related bills. Furthermore, drawing on a large number of ballots on healthcare-related topics voted upon in the same time period considered for the main analysis allows me to show that the three groups of municipalities, municipalities in cantons with no regulation, municipalities in cantons with regulation and no provision, and municipalities in cantons with regulation and provision, do not generally show diverging trends, thus affirming my identifying assumptions. I find that the introduction of lunchtime and after-school care increases support for policies promoting maternal employment by up to 3 percentage points compared to support in municipalities with no provision of lunchtime and after-school care but otherwise within the same institutional framework. Furthermore, I find a larger effect in municipalities where public costs of the new facilities are low. Controlling for the actual provision allows for an estimation of the pure cost effect, hereafter termed regulation effect. I find a negative effect of the regulation, with support of public policies promoting maternal employment decreasing by up to 10 percentage points. This is in line with the finding that the increase in support is larger when costs are lower. While I cannot fully reject the hypothesis that the positive shift in political attitudes is purely driven by parents directly benefitting from such policies, this seems unlikely to be the case. I put forward suggestive evidence showing that the change in approval rates of parents in the treated cantons does not differ from changes in approval rates of the remaining population, and that the change in approval rates is driven by a change in preferences for policies promoting gender equality. This paper contributes to the literature focusing on the impact of institutions on gender attitudes and expands on it by focusing on the very short-term effect of childcare institutions on vote outcomes reflecting gender attitudes. Slotwinski and Stutzer (2018) show that the introduction of female suffrage leads to substantial changes in individuals’ norms and outcomes even in the medium term. Exploiting the German separation and later reunification, Bauernschuster and Rainer (2012) show that individuals exposed to East German institutions promoting female employment hold more equal gender attitudes than West Germans after reunification. Unterhofer and Wrohlich (2017) study a parental leave reform in Germany in 2007, which introduced the option for fathers to take part of the parental leave, and its effect on grandparents’ attitudes. They find that mothers of exposed fathers have significantly more positive attitudes towards working mothers but find no effect for fathers. Their study shows that there is a short term effect of institutions on attitudes of individuals in the immediate environment and in the very short term. This study is further related to a paper by Felfe et al. (2016), who also exploit the introduction of the same regulation and its effect on parents’ employment. However, they only have cross sectional data on childcare provision and employ an IV strategy using the regulation I exploit as an instrument. They find that the introduction of lunchtime and after-school care increases maternal fulltime employment, with no effect on fathers and no change in participation rates. I apply a different empirical design since I have to control for level differences between the treated and control groups, which they cannot do in their setting.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 3 of 30 The rest of the paper has the following structure. The next section provides information on the institutional background serving as a backdrop to this analysis and demonstrates how vote outcomes are an interesting approach to measuring attitudes. Section 3contains the main theoretical considerations and the empirical identification strategy. Section 4presents the data, some descriptive statistics, and graphical depiction of preliminary results. Section 5presents the empirical results. Section 6discusses the costs of public institutions as a potential mechanism driving the results and presents some robustness analyses. Section 7concludes. 2 Institutional background In Switzerland, life cycle employment patterns differ strongly between genders and are largely shaped by children3. While female labor force participation has steadily been increasing since 1980 and is now among the highest of OECD countries, women’s weekly hours are among the lowest and there is a large gap in hours worked between women and men. School schedules are not promotive of maternal employment either. The dates and timetables of public school in Switzerland are set by each of the 26 cantons independently4. Nevertheless, most schools have core times from around 8.30 a.m. until 11.30 a.m. and then from 1.30 p.m. until 3 p.m.. Outside of these core hours, there is generally no responsibility for the schools to offer any supervision. Usually, there is no school on one or two afternoons per week. Private or public childcare facilities increasingly cover these hours. The cantons and municipalities share the responsibility for the authorization, regulation, and supervision of formal childcare facilities. The allocation of the different tasks among the two government levels varies from canton to canton. However, the cantons generally have more authority. If a school provides lunchtime and after-school care, this generally means that, for a fee, children can stay at school before school, during the lunch break, and in the afternoon. The school serves breakfast, lunch, and a small snack in the afternoon and there are a distinct number of caretakers, usually one caretaker per ten children, certified by the cantonal school authority. Facilities must also be such that there is sufficient room for pupils to do their homework, rest, and play. In 2010, the cantons of Bern and Zurich introduced a new regulation obliging municipalities to assess the 3See e.g. (Girsberger et al. 2019) for figures on earnings trajectories of women in Switzerland around the birth of the first child. 4Compulsory schooling (classes 1 to 9) and pre-school education (1 to 2 years, approximately ages 4 to 6) are authority of the cantons and municipalities. Cantons can also set curricula independently. There has been more and more coordination between cantons recently and since 2011, there have been national educational objectives which cantons are required to achieve. Compulsory schooling and pre-school education are financed by the municipalities and cantons through municipal and cantonal taxes. demand for childcare needs of school children’s parents regularly. If ten or more children are signed up for any time slot5, the municipality must provide this service. I exploit this change in regulation for the empirical analysis. The cantons of Basel City, Graubuenden, Lucerne, Neuchâtel, and Schaffhausen have since introduced similar regulations. All other cantons did not have any similar regulation as of 2016. A federal impulse program implemented to create more childcare places helped municipalities cope with the large initial costs of the regulation. The program was introduced in 2003 with the goal of expanding childcare facilities, which would in turn help parents reconcile work and family life. Subsidies are awarded to new facilities or to facilities expanding their supply substantially. The funding covers initial fixed costs, which helps facilities cope with low initial capacity utilization. Financial assistance is awarded to both private and public facilities which fulfill quality requirements and which can show that there is demand for additional facilities. From its introduction until the year 2016, the program financed 1223 childcare facilities for school children6. Costs of childcare are borne by parents with some municipalities or cantons granting subsidies either to childcare facilities directly or to parents. In both, Bern and Zurich, parental costs depend on parents’ income. In Bern, municipalities are refunded by the canton for total labor costs minus parental contributions. Costs after redistribution and parental contributions are borne by the municipalities. Ceteris paribus, an increase in taxes in the cantons introducing new childcare facilities is expected. In Switzerland, income taxes are raised by the municipalities, the cantons, and the federal government. Cantons arefreetosetthetaxschedule,whereasmunicipalitytaxes correspond to a multiple of the cantonal taxes. Municipality taxes thus have no impact on the redistribution across incomes within a canton. Approximately four times a year, Swiss citizens over the ageof18havetherighttovote.Therearetypicallya number of bills which are voted upon on the same day. Voters receive an envelope containing the ballot as well as a small booklet with information on the topics voted upon approximately one month prior to the voting date. Voters can either choose to return the ballot in the anonymized envelope prior to the vote date or cast their vote directly in polling booths. Some cantons have introduced the option to vote electronically, an option which is also available for 5One slot refers to the time slot before school, at lunchtime, or in the afternoon. If a school offers care for all time slots, this would be three times a day, five times a week, i.e., there is a maximum of 15 slots per week. 6More information can be found on the homepage of the Federal Social Insurance Office. The law came into force on 1 February 2003 and has been extended multiple times until 2019, and till 31 December 2015, 300 million CHF was awarded. It is called “Federal Law on Financial Support for Childcare” (“Bundesgesetz über Finanzhilfen für familienergänzende Kinderbetreuung”).
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 4 of 30 Swiss citizens living abroad. The topics voted upon most frequently include healthcare, taxes, welfare, drug policy, public transport, immigration, asylum, and education (Cormon 2014). There are three types of votes: initiatives, legislative referendums, and constitutional referendums. Initiatives allow Swiss citizens to propose constitutional amendments and new laws. For an initiative to come to a vote, a total of 100,000 valid signatures, which amounts to approximately 2% of the Swiss electorate, must be collected by the initiators. Referendums allow the electorate to challenge laws approved by the parliament. For these legislative referendums, 50,000 valid signatures must be collected by the opposition. In case of constitutional amendments proposed by the parliament, federal votes are mandatory and are called constitutional referendums. Constitutional referendums and initiatives proposing a constitutional change require that in addition to the majority of voters, a majority of cantons must approve7. All other referendums and initiatives only require a share of yes votes of 50% or higher in order to be passed. For a more detailed description of the Swiss system, see e.g. (Linder 2010). 2.1 Measuring attitudes towards maternal employment I propose vote outcomes of different national ballots on family policy as a measure for individuals’ attitudes towards maternal employment. Vote outcomes as a measure of attitudes have been used, e.g., by Stutzer and Lalive (2004) or Slotwinski and Stutzer (2019). I exploit four ballots on family policy taking place in Switzerland from 1999 to 2013. The first two ballots are related to maternity leave, the third ballot is on the expansion of childcare, while the fourth ballot is concerning tax deductions for families. Maternity leave policies have long been part of the political discourse in Switzerland. In 1945, a maternity protection period of 8 weeks after the birth of a child was introduced. During this time, mothers were not allowed to work and their employment contract could not be terminated. After that, there were several attempts to introduce paid maternity leave. The first ballot considered in this study took place in 1999 and was the fourth attempt to introduce paid maternity leave. The bill proposed 14 weeks of paid maternity leave for all mothers, paid through the value added tax, and was rejected by 61% of voters. The 2004 bill proposed 14 weeks of paid maternity leave with an income replacement of 80% only for mothers who were employed prior to giving birth, paid for 7More accurately, 20 out of the 26 cantons have one vote each, the other 6, the so-called half cantons, have half a vote each (the half cantons are Basel-City, Basel-Country, Nidwalden, Obwalden, Appenzell-Innerrhoden, and Appenzell-Ausserrhoden). A majority of 12 votes is therefore sufficient to reach the cantonal majority. A canton’s vote is determined by the popular vote of the canton’s population. If a majority of the canton’s population votes in favor, the whole cantonal vote is regarded as in favor of the proposed bill. through employers’ and employees’ social insurance contributions, and was approved by 56% of voters. The next national ballot on family policy took place in 2013. The bill proposed a constitutional change where cantons and municipalities are obligated to regularly assess demand for childcare institutions and provide an adequate supply of such. If cantons were not to fulfill this requirement, the federal government could intervene. This would imply a reform compared to the status quo, with the whole responsibility lying at the cantonal level. The bill was supported by a majority of voters (54%) but only 11 of the 26 cantons had a majority and hence, this constitutional change was not implemented. The last bill I consider is an initiative voted upon in November 2013. Families can deduct part of the costs of formal childcare from their taxable income. The initiative proposed the same deduction to be attributed to families where one parent stays home to take care of the children. Forty-two percent of the population voted in favor of this amendment. Figure 1shows the results of the four votes at the municipality level8. Figure 1shows that approval rates are generally highest in the French speaking part of Switzerland (i.e., the cantons in the west) and in the Ticino, the southernmost and only exclusively Italian speaking canton of Switzerland. Support for the welfare state is generally higher in the French speaking part of Switzerland and provision of childcare has also traditionally been much higher in the French speaking part than in the German speaking part9. The same is true for the Ticino: The school system has long been such that it allows for the accommodation of work and family responsibilities. In the empirical analysis, I use vote outcomes as a proxy for voters’ revealed attitudes towards maternal employment. I argue that individuals who support maternal employment will in general be more likely to vote in favor of any institutions facilitating the compatibility of employment and family responsibilities and vote against promotion of the traditional family model10.Furthermore, it seems reasonable to assume that in the first three ballots, individuals who are in favor of maternal employment will vote yes. However, when it comes to the 2013 bill, I 8Data on approval rates are publicly available from the Swiss Federal Statistical Office and for all federal ballots since 1981 (https://www.bfs.admin.ch/bfs/de/ home/statistiken/politik/abstimmungen.html). Detailed information on all ballots is available from the Swiss Federal Chancellery (https://www.bk.admin. ch/bk/de/home/dokumentation/abstimmungsbuechlein.html). The information is available in German, French, and Italian. 9Steinhauer (2018) exploits the border between the German and French speaking parts of Switzerland to examine how attitudes towards working mothers are related to employment and fertility decisions of women. He finds that German-born women are 15 to 25% less likely to work as mothers, and 20 to 25% more likely to remain childless by the age of 50 compared to women born in the French speaking part, a difference which is attributed to the difference in attitudes towards working mothers. 10Table 7 in Appendix A.2 shows that based on individual level data, individuals’ party affinity, which proxies their attitudes, is a strong predictor of whether they vote yes or no and the predictive power is similar across the four ballots.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 5 of 30 Fig. 1 The graphs show average approval rates for each municipality in Switzerland and for the four bills on policies promoting maternal employment considered in this analysis. White lines mark municipality borders; black lines mark cantonal borders. Light blue areas indicate low approval rates and dark blue areas indicate high approval rates argue that voters supporting the traditional family model will vote yes. In order to compare the results of the four ballots, going forward I will consider the share of no votes for this last ballot. The campaigns leading up to the ballots underline the similarities of the four ballots. The Swiss People Party, a well-funded populist party and the most prominent when it comes to policy campaigns in the last two decades, has been fighting bills promoting maternal employment, suggesting the introduction of the proposed institutions would lead to unhappy “state children.” Examples of campaign posters can be found in Appendix A.1. Post vote survey data also offer support that the vote results are a good measure of voters’ attitudes towards working mothers, with a positive correlation between voters’ attitudes towards maternal employment and the probability that they support a policy promoting the compatibility of work and family responsibilities11.As showninTable6inAppendixA.2, this correlation is robust to the inclusion of additional covariates describing individual characteristics and, with a probability of voting yes which is 17 to 19 percentage points higher for voters supporting maternal employment, quite sizable. There is a positive albeit insignificant correlation for the fourth, the family initiative ballot, which may reflect that here, voting for the status quo implied preferences for maternal employment instead of the other way around. 11The question asked in the survey is whether the voter wants a country which actively promotes women’s equality or a country where neither women nor men receive preferential treatment. The effect must therefore be seen as a lower bound for the correlation of the support for maternal employment and the probability to support a policy targeting this. There are probably many voters who do not want favorable treatment of women but who still think that policies that allow parents to conciliate work and family responsibilities more easily are important.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 6 of 30 In addition to measuring revealed instead of stated preferences, using vote outcomes has the advantage that the whole voting population is considered. In most surveys, only the population directly exposed to certain institutions is asked about their attitudes towards related topics. For instance, for the question posed in this paper, it is mostly parents or close relatives of the directly affected population that are asked about their attitudes towards childcare (see, e.g., Bauernschuster and Rainer 2012;Kotsadam and Finseraas 2011; Unterhofer and Wrohlich 2017). However, one’s own preferences are to a large extent driven by social norms, which can only be measured when the whole population is considered. Observing all voters allows me to investigate a policy feedback effect on the whole population and thus consider the total effect institutions have on individuals’ attitudes. On the other hand, there are risks to using vote outcomes as a measure of attitudes. However precise the bill may be, there are always multiple policy areas that may be affected by its implementation. Therefore, there are multiple different reasons why any individual may vote in favor of or against a certain bill, which range from personal affectedness to a tradeoff between multiple public goods one might not directly benefit from. Section 6.2 addresses this concern in more detail. As discussed, there are typically a number of bills voted upon simultaneously. Polling in Switzerland is usually 45 to 55%, and individuals who vote on one bill on any specificdayaremorelikelytoalsovoteontheotherbills. Voter composition is therefore affected by the entirety of bills voted upon on any specific date, which in turn may influence vote outcomes. Due to the differences-indifferences setting, this is only a concern if voter composition is affected differentially in the treatment and the control group. While I cannot present conclusive proof that this is not the case, Section 6.3 discusses why voter composition is unlikely to bias the results in the present setting. 3 Identification 3.1 Hypotheses The division of work and family responsibilities within a couple are to a large extent driven by gender norms and gender roles. These gender norms are shaped by parents and peers, by social influences outside the family, and by the institutional environment (see, e.g., Bussey and Bandura 1999; Bowles 1998; Cislaghi and Heise 2020). This paper focuses on the effect of institutions on gender norms. I hypothesize that the introduction of lunchtime and after-school care affects individuals’ gender attitudes, which is reflected in a change in vote outcomes. In a setting with many small municipalities and where, in many cases, it is not economically necessary for both parents to have paid work, I argue that gender attitudes concerning working mothers are especially salient. I therefore expect municipalities in cantons with regulation concerning lunchtime and after-school care to experience the following adjustments: First of all, individuals living in municipalities introducing lunchtime and after-school care as a consequence of the new regulation experience an exogenous shock from the introduction of lunchtime and after-school care. This change could be through direct exposure, where parents benefit directly from lunchtime and after-school care for their children and see the benefits of the policies more clearly through the exposure, making it more likely for them to vote in favor of such policies in the future12. Additionally, family, friends, and neighbors will experience second hand how family life changes through the presence of these institutions. Also, the presence of the institutions themselves implies that it is socially acceptable for mothers to work, making it less pricy to express personal preferences in favor of working mothers, which increases the likelihood to vote in favor of policies promoting maternal employment. Section 6.2 expands on this point empirically13. Secondly, the whole population in a canton with regulation concerning lunchtime and after-school care experiences a tax increase. Even though expenditures for lunchtime and after-school care constitute only a small part of total cantonal expenditures and the exact reasons for tax increases are usually not given, I nevertheless expect a negative effect on attitudes towards additional policies encouraging maternal employment through the (perceived) tax increase and its effect on the budget constraint. Since most of the public costs are incurred at the cantonal level, this negative effect is experienced by all municipalities in a canton with regulation, no matter whether they actually introduce lunchtime and afterschool care or not. I analyze empirically whether the positive effect in the municipalities actually introducing school care outweighs the negative tax effect. In addition, there may be an increase in maternal labor supply, which might in turn create additional tax revenue. I abstract 12The exposure to the policy must change the evaluation of the benefits by parents to change their approval rate differentially compared to the control group. If parents are fully aware of the benefits prior to exposure to the treatment, there is no reason why exposure should change attitudes of the directly affected group. 13There might be an “optimal level” of policies promoting maternal employment after which additional expansion is deemed unnecessary, making it less likely for affected individuals to vote for additional policies. However, I do not think that it is an issue in the current setting. First, Switzerland has seen a continued expansion in childcare facilities after the period considered in this paper, with treated cantons introducing 669 and control cantons introducing 684 new childcare institutions between 2013 and 2017, according to data from the federal impulse program covering initial costs of childcare facilities in case of sufficient demand. Also, in 2018, the program covering initial costs of childcare facilities was expanded by an additional four years due enduring demand. Second, the policy concerning childcare considered for the post-treatment period clearly stated that there was only to be continued expansion in case of sufficient demand. If municipalities had already reached the “optimal level,” they would not have to react.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 7 of 30 Fig. 2 This graph exemplifies the opposing provision and regulation effects. The provision effect displays the exemplified change in approval rates in the cantons with regulation, distinguishing between municipalities for which the new regulation becomes binding (due to demand for lunchtime and after-school care surpassing the 10 kids threshold) and municipalities for which the new regulation does not become binding. The regulation effect shows the hypothesized jump in approval rates on family policy related topics in cantons introducing a new regulation promoting lunchtime and after-school care compared to cantons without a change in regulation, without controlling for actual provision from this effect for simplicity. Graphically, the two effects discussed above are shown in Fig. 2. Figure 2a exemplifies the change in support of policies towards the promotion of maternal employment in municipalities with provision compared to municipalities with no provision of lunchtime and after-school care within cantons with regulation (treated cantons). Support of policies facilitating maternal employment has generally been increasing over the last decades. The line treated canton, provisions shows the change in support in the municipalities which introduce lunchtime and afterschool care after the new regulation is introduced. This change in support consists of both a positive effect from the public good expansion, as well as a negative effect from the tax increase. Municipalities in the treated canton but with demand below the threshold are not obligated to introduce lunchtime or after-school care and only experience the negative tax effect. The difference between the two lines displays the aggregate effect on voters’ attitudes, controlling for the costs of the institutions as these are borne by all municipalities. Figure 2b compares the aggregate effect of the introduction of the regulation concerning lunchtime and afterschool care to the aggregate change in vote outcomes in the untreated cantons. Again, support of policies promoting maternal employment has generally increased over time. The control cantons experience no treatment and therefore no shock in the periods after the new regulation is introduced in the neighboring cantons. In the treated cantons, municipalities with introduction and after-school care experience both a positive effect on attitudes, as well as a negative cost effect. Municipalities with no provision but which are located in a canton with regulation only experience the negative cost effect. Controlling for the positive effects on attitudes, the regulation effect thus shows the effect of the regulation experienced by all municipalities in cantons with regulation. 3.2 Empirical strategy In order to identify the causal effect of the availability of school care provisions on voters’ attitudes towards maternal employment, a setting with exogenous variation in childcare supply is needed. Such a setting is rare since the provision of lunchtime or after-school care is likely influenced by population preferences. I address this inherent endogeneity problem by exploiting the introduction of a new regulation in the cantons of Bern and Zurich, where all municipalities are now required by law to provide lunchtime and after-school care in case of sufficient demand by the schools’ children. I use municipalities in the neighboring cantons of Bern and Zurich as a control group. For the canton of Bern, these are the cantons of Aargau, Lucerne, Obwalden, and Nidwalden. The cantons to the West and South are excluded from the analysis since these are cantons with a French speaking majority, which have displayed very different trends with regards to childcare. I also exclude the canton of Solothurn from the analysis as they introduce the same regulation as Bern and Zurich but data on the actual provision of lunchtime and after-school care is not available. The canton of Zurich shares a border with the cantons of Aargau, Zug, Schwyz, Thurgau, St. Gallen, and Schaffhausen. Furthermore, all municipalities with lunchtime and after-school care prior to the introduction of the new regulation are excluded from the analysis. These municipalities clearly have different preferences and characteristics than the rest (e.g., larger population, more support for left wing parties, higher taxes) and show different trends from the rest.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 8 of 30 This is partly captured in data analyses of Swiss national votes of the past three decades, which show that increasingly, there have been diverging preferences between cities and the countryside (Koseki 2017).Thesmallscaleof Switzerland makes it equally likely that an individual in the control canton and in a treated canton works in the city (see, e.g., Felfe et al. 2016), which alleviates the concern that preferences of individuals commuting to the cities are affected differentially in the treatment and control region. The regulation concerning lunchtime and after-school care creates two distinct groups of municipalities within a canton: those that are required to introduce lunchtime and after-school care after assessing demand and those that are not. If ten or more kids are signed up for any time slot, municipalities are required to provide these services. For a municipality to be obligated to introduce lunchtime and after-school care, it only requires a small fraction of parents in favor of such. Whether a municipality introduces school care does therefore not necessarily reflect the preferences of the majority of the population of a municipality. From the view of any single person, it is arbitrary, at least in the short term, whether they live in a municipality where lunchtime and after-school care are introduced. The effects of the regulation and the provision are estimated applying a differences-in-differences (DiD) approach with two treatment margins: The provision effect measures the effect of actually introducing childcare facilities. The regulation effect shows the differential effect on vote outcomes from the introduction of the new regulation. The two treatment margins are estimated with the following equation: yesmt =α+γ1provisionmt ×regulationc×postt +γ2regulationct ×postt +ρm+δt+βXmt +umt (1) Yesmt refers to the share of voters approving of a bill voted upon at time tin municipality m.Provisionmt indicates whether a municipality mhas lunchtime and afterschool care at time t.Regulationcrefers to an indicator variable whether a municipality is either in the canton of Bern or Zurich and postttakes value 1 for the two ballots in the post period and 0 for the two ballots which took place prior to the introduction of the new regulation. The municipality specific coefficient γ1shows the effect of introducing lunchtime and after-school care on vote outcomes. The canton specific coefficient γ2estimates the treatment effect of the introduction of the regulation on lunchtime and after-school care, i.e., the differential change in support of policies encouraging the compatibility of work and family responsibilities between cantons with and without regulation concerning lunchtime and after-school care, controlling for the effect of the actual provision. A vector of municipality fixed effects (ρm)and ballot fixed effects, estimated through δt, and are included. Xmt is a vector of municipality characteristics and umt indicates the error term. Henceforth, I will refer to the effect on provisionmt ×regulationct ×posttas the provision effect and to the effect on regulationct ×posttas the regulation effect for simplicity. 3.3 Identifying assumptions The empirical strategy identifies two possible effects: a so-called regulation effect capturing the change in voters’ support induced by higher perceived costs and a provision effect, which captures the change in voters’ support brought about by the actual provision of lunchtime and after-school care. Applying the strategy described above, the regulation effect is identified by comparing municipalities in cantons with regulation but without provision to municipalities in cantons without regulation. The provision effect is identified by a within canton comparison in cantons with regulation. I compare municipalities which are obligated to introduce lunchtime and after-school care to municipalities which are not obligated to introduce lunchtime and after-school care. The identification of both effects relies on the common trends assumption. It requires that voting behavior between the groups of municipalities being compared evolves in parallel. For the identification of the regulation effect, this implies that in the absence of the regulation, vote outcomes in municipalities in cantons with regulation would have evolved in parallel to vote outcomes in municipalities in cantons without regulation. The causal identification of the provision effect requires that in the absence of the regulation and the actual provision, vote outcomes in municipalities introducing lunchtime and after-school care as a consequence of the regulation would have evolved in parallel to vote outcomes in municipalities in the same cantons but which were not required to introduce lunchtime and after-school care. The assumption that the regulation effect is the same in all treated municipalities is quite strong. It requires that the perceived tax effect is the same in municipalities with and without provision, which requires that individuals have the same reaction to a perceived tax increase whether they directly observe actual provision in their municipality or not. Column (1) in Appendix Table 10 shows that the tax multiplier does not change differentially in municipalities with provision compared to municipalities with no provision from the preto the post-treatment period. This is encouraging as it means that at least the actual tax change is constant across municipalities treated by the regulation. Another issue might be reversed causality. If residents in a municipality are more in favor of maternal employment, they are also more likely to introduce lunchtime and after-school care. All municipalities with lunchtime and
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 15 of 30 Fig. 7 Vote outcomes of bills promoting maternal employment for the canton of Bern in municipalities with regulation but no provision and municipalities with regulation and provision. The results displayed show population weighted means in vote outcomes for the two groups there is still a significant and positive effect of provision on support for policies promoting maternal employment, which corroborates the hypothesis that the introduction of lunchtime and after-school care has a direct effect on voter’s attitudes. Table 2 DiD estimates for municipalities in the canton of Bern and control cantons, including per capita costs of institutions borne by the public (1) (2) (3) (4) Provision 1.77** 2.39*** 2.68*** 1.40** (0.729) (0.751) (0.694) (0.632) D.cost>p50 ×prov. -1.46 (1.053) Cost ×prov. -0.13** -0.11** (0.056) (0.045) Municipality FE Yes Yes Yes Yes Canton x ballot FE Yes Yes Yes Yes Covariates No No No Yes Number of mun. 804 804 804 804 Number of obs. 3214 3214 3214 3214 This table presents the DiD estimate of the provision effect for municipalities in the canton of Bern only. The provision coefficient estimates the differential change in vote outcomes in municipalities introducing lunchtime and after-school care as a consequence of the new regulation compared to those that do not. All four specifications include canton ×ballot fixed effects. Specification (2) includes an interaction term of provision and a dummy variable indicating per capita costs of lunchtime and after-school care that surpass median costs. Specifications (3) and (4) include an interaction term of provision and a continuous per capita costs variable. All specifications include municipality fixed effects. Covariates include voter turnout, municipality tax multiplier, immigration rate, emigration rate, and birth rate. In all specifications, population weights are applied to account for the fact that municipalities differ in their size. The numbers in parentheses show the standard errors, clustered at the municipality level. *p<0.10, **p<0.05, ***p<0.01 A possible explanation for the differing costs is that not all municipalities receive subsidies from the federal impulse program. Municipalities receiving subsidies from the federal impulse program seem to have lower costs, on average, than municipalities which do not receive subsidies24. Why some municipalities do not receive subsidies is unclear. In fact, since lunchtime and after-school care facilities are only opened in case of sufficient demand and since they already have to satisfy cantonal quality guidelines, they also fulfill the requirements to qualify for the impulse program. It is therefore unclear why some municipalities do not receive any subsidies. The effect of costs on vote outcomes should therefore not be taken at face values. A more detailed analysis of why per capita costs after parental contributions and after wages differ is necessary. Also, a closer investigation of how voters become aware of costs is needed. Due to the data restrictions, the current setting does, unfortunately, not allow for a more detailed analysis of the mechanisms. Nevertheless, the costs of institutions in place seem to play an important role in voters’ subsequent support of related policies. 6.2 Are affected parents driving the positive effect on approval rates? The question remains whether the positive effect is driven solely by the affected population, i.e., by parents benefitting directly from policies facilitating maternal employment. Due to the DiD strategy, level differences 24Applying the same sample restrictions as above, there are 27 municipalities which receive subsidies and 88 municipalities which do not receive subsidies. Per capita costs are CHF 7.18.- in municipalities receiving subsidies and CHF 10.09.- in municipalities not receiving subsidies on average.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 16 of 30 are controlled for. In the extreme case, if all parents are generally in favor of policies promoting maternal employment, they would all approve of all four bills considered and would therefore not constitute the population driving the effect. Only if the treatment affects their preferences towards such policies, e.g., if through exposure they become aware of the benefits, could they be the drivers of the effect. As approval rates are measured at the municipal level, it is not possible to directly identify the population driving the effect. The fraction of voters with school-aged children amounts to approximately 16%25, which clearly surpasses the change in approval rates of 2.9%. If the introduction of lunchtime and after-school care increases the fraction of parents approving of the bills in the posttreatment period compared to the pre-treatment period by 20%, while it remains constant in the control group, the entire effect would be driven by parents of school-aged children. Irelyonpost-votesurveystoshedmorelightonthe question, whether the effect is purely driven by a change in approval rates by the directly affected population. I test whether parents in treated cantons vote differently from the rest of the population in the treated cantons in the post-treatment period, controlling for pre-treatment differences. Furthermore, I test whether attitudes towards gender equality of parents in treated cantons differ from the rest of the population in the treated cantons in the post-treatment period, controlling for pre-treatment differences. Since the data do not include municipality identifiers, I can only estimate the differential change in approval rates in cantons with regulation, compared to cantons with no regulation, i.e., the composited of the regulation and provision effect. The results of these regressions are shown in Table 3. I find that the composite of the regulation and provision effect amounts to zero, based on this data (specification (1). Specification (2) includes an indicator for whether an individual has children living in the same household, as well as interaction terms with post and whether they live in a canton with regulation. It shows that parents are on average more likely to vote yes, with a larger effect for parents living in cantons with regulation (albeit, none of the effects are significant at any of the conventional level. 25This is calculated based on STATPOP data for the year 2013 for the municipalities included in the analysis (“Ständige und nichtständige Wohnbevölkerung nach institutionellen Gliederungen, Staatsangehörigkeit (Kategorie), Geschlecht und Alter”).Thedatashowsthepermanentpopulation for each municipality by age. The fraction of affected parents is calculated by dividing the number of children aged 0 to 12 by the total population aged 18 or older, the population allowed to vote. It therefore assumes that families have on average 2 children and 2 parents and that the fraction of children of Swiss parents and of foreign parents, who are not allowed to vote, do not differ. Thirty-four percent of the population allowed to vote are aged between 30 and 50. It seems reasonable that about 50% of those have children of school age. Parents are on average significantly less likely to vote yes in the post-treatment period. The estimate of interest, i.e., Cant. with regulation ×parent ×post,showsthat approval rates of parents in cantons with regulation do not differ from approval rates of the rest of the population in cantons with regulation in the post treatment period. This points to the positive effect on attitudes towards policies facilitating maternal employment not solely being driven by affected parents, but by the population at large. This analysis has several limitations, the most obvious being that I cannot distinguish between the two treatment margins, the provision and the regulation effect. If within the treated cantons, affected parents not only experience a more positive effect on approval rates from the regulation, but also a more negative effect due to the costs of the provision, this would also result with an estimate of zero. I therefore use another variable available in the post-vote survey data: the response to the question whether Switzerland should actively promote gender equality. This variable reflects attitudes towards policies promoting maternal employment, while not being subject to the costs issue. Specifications (3) and (4) show the results using this variable as the dependent variable. First, it shows that individuals in cantons with regulation are significantly more likely to be in favor of promoting gender equality in the post-treatment period, controlling for pre-treatment differences (estimate on cant. with regulation ×post), reemphasizing the positive effect on gender attitudes in treated regions. Second, this positive change is not driven by parents, i.e., by the group directly benefitting from the introduction of lunchtime of after-school care. While the evidence remains suggestive, it overall points to the positive effect on approval rates being driven by the whole population rather than only by affected parents. 6.3 Voter composition As there are usually a number of bills voted upon on the same day, the entirety of bills will determine turnout and voter composition. General differences in voter composition or voter preferences in the treated and control municipalities are controlled for by the inclusion of municipality fixed effects in the model. Those do therefore not cause a bias. General changes in voter composition between ballots taking place in all municipalities do not cause a bias, either, since they are controlled for by the use of ballot fixed effects. However, if the bills votedupononthesamedayasthefamilypolicyrelated bills affect voter composition in the treated municipalities differently than voter composition in the control municipalities, while at the same time voting yes for one bill is correlated to voting yes for another, this will bias the estimates.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 17 of 30 Table 3 DiD estimates using post-vote survey data: effect of lunchtime and after-school care on vote outcomes and attitudes towards gender equality Dependent variable Yes Gender equality (1) (2) (3) (4) Cant. with regulation ×post −0.006 −0.015 0.166*** 0.152** (0.050) (0.059) (0.051) (0.060) Parent 0.053 0.057 (0.054) (0.057) Cant. with regulation ×parent 0.069 −0.011 (0.082) (0.084) Parent ×post −0.173** 0.013 (0.076) (0.078) Cant. with regulation ×parent ×post 0.009 0.030 (0.111) (0.113) Ballot FE Yes Yes Yes Yes Canton FE Yes Yes Yes Yes Number of observations 1476 1476 1476 1476 R-squared 0.09 0.10 0.03 0.03 This table presents the results of the estimations using post-vote surveys. In the first two specifications, the dependent variable is Yes and takes value 1 if an individual stated they voted yes in the post-vote survey and 0 otherwise. In specifications (3) and (4), the dependent variable is Gender equality and takes value 1 if an individual stated they are in favor of Switzerland actively promoting gender equality and 0 otherwise. Cant. with regulation ×parent ×post shows the differential change in the dependent variable of parents compared to non-parents in cantons with regulation in the post period. Only data of individuals living in cantons used for the main analysis are used for the estimation. Individuals living in municipalities with a population of more than 100,000 are excluded from the sample to match the sample used for the rest of the analyses. Ballot FE and Canton FE are used in all specifications. I cannot introduce municipality FE as in the rest of the analyses as there is no municipality identifier in the post-vote survey. The numbers in parentheses show robust standard errors. *p<0.10, **p<0.05, ***p<0.01 A differential change in voter composition in the treatment and control groups could occur if there were different policies in place in the treatment and control group, which are unrelated to the treatment considered here but would affect voter composition differentially. For the estimate of the provision margin to be biased by the composite of bills voted upon on the same day, a policy would needtobesetatthemunicipallevelandaffectmunicipalities introducing lunchtime and after-school care differently from municipalities which do not within the same canton, which I deem highly unlikely. There is more concern considering the regulation margin, since this is defined across and not within cantons. I discuss the highest-turnout bills, the bills most likely to determine voter composition, voted upon on the same day as family policy related topics in more detail to see whether this is a concern. On the date of the first family policy related ballot in 1999, the bill considered had the highest turnout, which is why I additionally consider the bill with the next highest turnout, which was a bill concerning medical prescription of heroin. In 2004, the highest-turnout bill was a bill concerning birthright citizenship for children of foreigners of the second generation. In March 2013, it was a bill concerning limitations to the salaries of executive and administrative board members, and in November 2013, it was a bill demanding that within the same company, the maximum salary must not exceed the minimum salary by more than twelvefold. All of these bills are described in detail in Appendix A.1. Within the sample of municipalities used for the analysis, the correlations between the family policy bill and the highest turnout bill taking place on the same day are 0.37 for the first date, 0.87 for the second date, 0.19 for the third date, and −0.17 for the last date. Except for the bills voted upon on the second date, the correlation between vote shares for one bill and vote shares for another is rather weak. In those cases, it is therefore unlikely that the effects found in this paper are driven by changes in voter composition brought about by other bills voted upon on the same day. Since the strong correlation between approval rates for the second ballot, i.e., between the second bill on maternity leave considered for the analysis and the bill concerning birthright citizenship for children of foreigners of the second generation has the potential of creating a bias, I want to discuss this in more detail. The opposing side mainly argued that the bill’s goal was so statistically embellish the true share of foreigners in Switzerland and that birthright citizenship was to be opposed on principle. Policies in place in some cantons, while not in
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 18 of 30 Fig. 8 Vote outcomes of 14 bills on healthcare-related topics in the municipalities with no regulation (mun. in the control cantons), municipalities with regulation but no provision, and municipalities with regulation and provision. The results displayed show population weighted means in vote outcomes for each of the three groups others, were no argument brought forward by the opposing side. However, 14 cantons already had related policies for facilitated naturalization for adolescents in place, while 12 did not. Among the cantons with facilitated naturalization were three cantons used for the analysis, the cantons of Bern, Zurich, and Zug26. If voters in favor of facilitated naturalization, but who deemed the policies in place sufficient, did not turn out in cantons which already had facilitated naturalization, this would lead to a different voter composition in the treated cantons than in the control cantons. However, the correlation between facilitated naturalization in place and voter turnout is very weak (-0.13) and thus unlikely to cause a bias. While a differential change in voter composition between treated and control municipalities might theoretically pose a threat to the identification, I conclude that it is unlikely to be the case here. For each ballot date considered in the analysis, the correlation between approval rates for the family policy related bill and the approval rate of the highest-turnout bill seems to be rather weak except for the 2004 ballot. However, it is unlikely that a policy in place affected voter composition in treated and control municipalities differentially. 6.4 Placebo test As a robustness test, I use vote outcomes of ballots unrelated to family policy to show that the approach I apply 26The cantons with facilitated naturalization were AR, BS, BE, FR, GE, GL, GR,JU,NE,SO,TI,VD,ZH,andZG. generally works and to make sure the results are not driven by differing trends of treatment and control groups in general. One of the topics voted upon most frequently are healthcare-related bills. These thus offer a good opportunity to look at general trends in vote outcomes between the three groups. Vote outcomes of all 14 ballots on healthcare-related topics taking place between 1999 and 2014 are displayed in Fig. 8. Figure 8shows population weighted means of vote outcome for the three groups, municipalities in the control cantons, municipalities in the cantons with regulation concerning lunchtime and after-school care with actual provision, and municipalities in the cantons with regulation which do not introduce lunchtime or after-school care. The sample is restricted to municipalities which did not have lunchtime or after-school care in 2004 to mirror the sample used for the main analysis. The graph shows no systematic differences in vote outcomes between the three groups: While there are divergences for some ballots, these are small and do not seem to follow any systematic pattern. I repeat the analysis of family policy bills, now using health bills. I thereby use all referenda on healthrelated bills taking place between 1999 and 2004 for the pre-treatment period and between 2010 and 2014 for the post-treatment period. For easier comparability, I focus on referenda. All referenda are proposals of the parliament, with a majority of the parliament and the federal council already in favor of the bill. This leaves me with a total of six bills that are for instance on an
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 19 of 30 Table 4 Effect of lunchtime and after-school care on vote outcomes on healthcare-related topics (1) (2) (3) (4) (5) Provision −0.43 0.49 0.12 0.26 0.06 (0.413) (0.396) (0.404) (0.401) (0.408) Regulation −1.53*** −1.32* −0.26 (0.372) (0.759) (0.732) Municipality FE Yes Yes Yes Yes Yes Ballot FE Yes Yes Yes Yes Yes Inc. tax No Yes Yes No No Covariates No No Yes No Yes Canton x ballot FE No No No Yes Yes Number of mun. 915 915 915 915 915 Number of obs. 5486 5486 5486 5486 5486 This table presents the DiD estimate, ˆγ1and ˆγ2,ofEq.1at the municipal level. Instead of using family policy related ballots, totally independent ballots taking place on the same day are used for the post treatment period. The regulation coefficient shows the differential change in vote outcomes of municipalities in cantons with regulation compared to municipalities in cantons without regulation regarding lunchtime and after-school care in public schools. The provision coefficient estimates the differential change in vote outcomes in municipalities which introduce lunchtime and after-school care as a consequence of the new regulation compared to those that do not. For the three baseline specifications, only municipalities with no childcare in 2004 are included. For the subsample specifications only municipalities where a majority of voters voted against maternity leave and that did not have lunchtime or after-school care prior to the introduction of the new regulation are included, i.e., municipalities which did not display positive attitudes towards an expansion of public investment encouraging maternal employment before the new regulation regarding lunchtime and after-school care was introduced. The numbers in parentheses show the standard errors, clustered at the municipal level. In all specifications, population weights are applied to account for the fact, that municipalities differ in their size. *p<0.10, **p<0.05, ***p<0.01 amendment of the law concerning transplantation medicine or stem cell research. The bills are described in detail in Appendix A.1. Table 4shows the results of estimating Eq. 1using approval rates for healthcare related bills as the dependent variable. Specification (1) shows small and negative correlation between provision and approval rates, which is not significant at any conventional level. Albeit more than 6 times smaller than in the main analysis, there is also a negative correlation between regulation and approval rates for healthcare related bills, which is highly significant. This might indicate a general bias towards the status quo after tax increases. Once I control for cantonal taxes for some incomes and family types, the estimate decreases in size in absolute terms, as shown in specification (2) and becomes very close to zero when I further add the covariates described above. These results indicate that the tax increases in the cantons of Bern and Zurich compared to the control cantons are reflected in voters being more likely to vote for the status quo. I would therefore generally hesitate to interpret the regulation effect as causal, since I cannot fully attribute the changes in the cantons of Bern and Zurich compared to the control cantons to the introduction of the regulation. On the other hand, the estimate on provision is very small and insignificant in all specifications when approval rates of healthcarerelated bills are used as the dependent variable. This adds additional validity to the approach and the conclusion that these changes within cantons can in fact be attributed to the introduction of lunchtime and after-school care. 7Conclusion Many OECD countries devote considerable resources to the provision of public childcare services. The main goal of such efforts is to promote gender equality in employment. As recent literature indicates, the main reason behind the different impacts of children on employment patterns across countries are likely related to gender norms and attitudes towards working mothers (see, e.g., Kleven et al. 2019). This paper addresses the question whether childcare institutions affect individuals’ attitudes towards working mothers. I find that the exogenous introduction of lunchtime and after-school care at public schools increases voters’ support of policies by up to 3 percentage points and already in a rather short term (3 years after the introduction). The effect does not seem to be driven by affected parents, but rather by the population as a whole, which points to a true change in preferences towards policies promoting maternal employment. This positive effect is, however, decreasing in the costs of new institutions: Voters seem to be very aware that new institutions will give rise to increased public expenditures, which reduces voters’ support for additional policies promoting maternal employment. Nevertheless, my results show that in addition to the effect on maternal employment, childcare institutions have the potential of changing attitudes of individuals who are not directly exposed, and therefore of changing norms concerning parenthood. This might also contribute to the explanation why countries with a long tradition of parental leave and public childcare have considerably more positive attitudes towards working mothers, since there is not only the direct effect of the policies but also the indirect effect through individuals’ norms.
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 20 of 30 A Appendix A.1 Additional information on ballots Family policy-related ballots Fig. 9 Campaigns by the Swiss People Party
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 21 of 30 Highest-turnout bills voted upon on the same day as family policy related ballots 13 June 1999 Medical prescription of heroin. •The bill proposed the medical prescription of heroin for heavily addicted patients. •Legislative referendum •Approval rate: 54.4%; turnout: 45.74% •The bill stated that for a small group of heavily addicted, the medical prescription of heroin offers a necessary addition to their treatment, with positive effects on their health condition and social integration. It should therefore be permitted for doctors to prescribe heroin to addicted individuals. Such a prescription would only be available to individuals, who had been addicted for a minimum of 2 years and who had unsuccessfully completed two different therapies. •Recommendation by the federal council and parliament: the federal council and the parliament recommend the adoption of the proposed bill. 3 October 2003 Citizenship for foreigners of the third generation •The ballot was concerning birthright citizenship for the third generation •Constitutional referendum •Approval rate: 48.4%; turnout: 53.83% •The bill wanted to implement a constitutional change. Children of foreigners of the second generation should receive birthright citizenship. In detail, if a child is borne in Switzerland and if at least one parent attended a minimum of 5 years of compulsory schooling in Switzerland or if at least one parent was in possession of a residence permit for a minimum of 5 years on the date of birth of the child, the child receives birthright citizenship. •Recommendation by the federal council and parliament: the federal council and the parliament recommend the adoption of the proposed bill. 3 March 2013 Bill against corporate rip-off •The ballot was concerning limitations to the salaries of executive and administrative board members •Initiative •Approval rate: 68.0%; turnout: 46.74% •The initiative’s purpose was to set limits to the salaries of executive and administrative board members of market-listed companies. Particularly, this goal was to be achieved by implementing three newrules.First,salariesofexecutiveand administrative board members must be approved by the general assembly. Second, tenure of administrative board members is limited to 1 year. Third, remunerations like termination pay or premium for the sale of a firm are prohibited. Any violation of these rules will be punished. •Recommendation by the federal council and parliament: The federal council and the council of states recommend to reject the initiative. The national council decided not to make any recommendations. 24 November 2013 1:12 - for fair salaries •The ballot was concerning the distribution of salaries within a company •Initiative •Approval rate: 34.7%; turnout: 53.63% •The initiative demanded that within the same company, the maximum salary must not exceed the minimum salary by more than twelvefold. •Recommendation by the federal council and parliament: the federal council and the parliament recommend to reject the initiative. Ballots related to health topics 7 February 1999 •The ballot was concerning transplantation medicine. •Constitutional referendum •Approval rate: 87.8%; turnout: 37.98% •The question was whether an article concerning transplantation medicine should be added to the constitution. The problem was that even though hospitals had been successfully transplanting organs, tissue, and cells for more than 30 years, there was no federal law regulating these practices. There were some cantonal laws in place but those varied substantially between cantons and were missing important aspects. In other cantons, there was no regulation whatsoever. The new constitutional article was going to include regulations on how the federation planned to protect human dignity, personality, and health of the patient and the donor, as well as how organs should be allocated rightfully. Also, the article was to prevent malpractice by forbidding trade of organs and targeted donations. 28 November 2004 •Ballot concerning stem cell research •Approval rate: 66.4%; turnout: 37.02% •Legislative referendum
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 22 of 30 •The bill proposed a new law concerning research with stem cells. The new law was going to make embryonal stem cell research possible in Switzerland. Among other things, it was going to require each research project to be evaluated concerning ethical and scientific criteria. Also, stem cells for research projects are only allowed to be harvested if derived from embryos which developed from eggs fertilized in vitro, but which could not be used for a pregnancy. 7 March 2010 •Ballot concerning research with human subjects •Approval rate: 77.2%; turnout: 45.49% •Constitutional referendum •The bill proposed a constitutional article regulating research with human subjects. At the federal level, there are only regulations concerning some parts of this research. Most of the responsibilities are at the cantonal level, where there are large disparities, with some cantons not having any regulations in place whatsoever. The new article establishes that research with human subjects can only be undertaken with their full consent and and only allows research with children or other vulnerable individuals only in case that the findings cannot be realized with consenting adults. Furthermore, the article stipulates that the risks and strain on participants must be in balance with the benefit of the research project. Also, the article establishes ethical guidelines and guidelines concerning the protection of participants’ dignity. 17 June 2012 •Ballot concerning statutory health insurance •Approval rate: 24.0%; turnout: 38.65% •Legislative referendum •Every person living in Switzerland must have health insurance. One can choose between different insurance policies, differing in the deductible and restrictions concerning the free choice of doctor or hospital and accordingly the insurance premiums. The bill proposed the implementation of new healthcare networks with doctors, pharmacies, hospitals, nursing homes, and midwives. Patients would be treated within these networks, which would promote better cooperation between healthcare providers. 22 September 2013 •Ballot concerning amendment of epidemics law •Approval rate: 60%; turnout: 46.76% •Legislative referendum •The currently valid law concerning epidemic diseases dated back to 1970 and did not provide sufficient protection against transmittable diseases. The new law was going to provide the ground on which transmittable diseases could be identified in a timely manner and fought efficiently, and new measures against the increasing problem of antibiotic resistance implemented. Also, responsibilities would be more clearly assigned between cantonal and federal governments. 18 May 2014 •Ballot concerning primary health care •Approval rate: 88.1%; turnout: 55.85% •Constitutional referendum (counter proposal to a popular initiative demanding the support of primary care physicians) •The proposed constitutional article was going to promote primary health care in general and specifically primary care physicians. The parliament proposed this article as a reaction to the initiative “Yes to primary health care” (Ja zur Hausarztmedizin), submitted by primary care physicians. As a reaction to the proposed article, the physicians withdrew their initiative. A.2 Tables and figures Post-vote survey In order to gain some insight into how personal characteristics and attitudes towards gender equality are reflected in vote outcomes, I use data of post-vote surveys provided by FORS Lausanne. The post-vote surveys are conducted after each federal ballot with a representative sample of about 1500 eligible voters and take place in the 2 to 3 weeks following a ballot. Surveyed topics include individual socioeconomic characteristics, political opinions and habits, as well as various aspects related to the decision to vote on certain topics. The tables in this section show statistics from the post vote surveys, conducted after each vote. Data from individuals from all parts of Switzerland are considered. Table 5 shows descriptive statistics of the surveys conducted after each of the four ballots considered in this paper. The table further indicates the gender difference, as well as whether the difference is statistically significant. The table shows that the shares of men and women with tertiary education have increased over time, but while the increase was rather small for men, the fraction of women with tertiary education has increased from 6.6% in 1999 to about 15% in 2013. Nevertheless, the gender difference is still more than 10 ppt and remains
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 23 of 30 Table 5 Descriptive statistics of post-vote surveys Men Women Diff. Std. error Obs. men Obs. women Maternity leave I Yes share 0.339 0.380 −0.041 0.040 236 358 Tertiary educ. 0.203 0.067 0.136*** 0.029 236 358 Employed 0.581 0.430 0.150*** 0.042 236 358 Age/10 5.374 5.291 0.083 0.139 236 358 Retired 0.297 0.246 0.051 0.038 236 358 Married 0.708 0.656 0.051 0.039 236 358 Income <CHF 5,000 0.335 0.413 −0.079* 0.040 236 358 Income CHF 5, 000 −11, 000 0.492 0.455 0.036 0.042 236 358 Income >CHF 11,000 0.174 0.131 0.042 0.031 236 358 Maternity leave II Yes share 0.656 0.604 0.052 0.044 209 270 Tertiary educ. 0.239 0.126 0.113*** 0.036 209 270 Employed 0.641 0.489 0.152*** 0.045 209 270 Age/10 5.062 5.386 −0.324** 0.161 209 270 Retired 0.234 0.270 −0.036 0.040 209 270 Married 0.598 0.619 −0.020 0.045 209 270 Income <CHF 5,000 0.368 0.437 −0.069 0.045 209 270 Income CHF 5, 000 −11, 000 0.445 0.419 0.026 0.046 209 270 Income >CHF 11,000 0.187 0.144 0.042 0.034 209 270 Family policy Yes share 0.469 0.507 −0.037 0.045 213 304 Tertiary educ. 0.277 0.168 0.109*** 0.037 213 304 Employed 0.563 0.454 0.109** 0.044 213 304 Age/10 5.571 5.703 −0.132 0.137 213 304 Retired 0.291 0.359 −0.067 0.042 213 304 Married 0.648 0.599 0.049 0.043 213 304 Income <CHF 5,000 0.315 0.378 −0.064 0.042 213 304 Income CHF 5, 000 −11, 000 0.610 0.562 0.048 0.044 213 304 Income >CHF 11,000 0.075 0.059 0.016 0.023 213 304 Family initiative Yes share 0.522 0.592 −0.070 0.045 203 294 Tertiary educ. 0.256 0.136 0.120*** 0.037 203 294 Employed 0.547 0.401 0.145*** 0.045 203 294 Age/10 5.729 5.691 0.037 0.143 203 294 Retired 0.296 0.378 −0.082* 0.043 203 294 Married 0.704 0.588 0.116*** 0.043 203 294 Income <CHF 5,000 0.296 0.435 −0.140*** 0.043 203 294 Income CHF 5, 000 −11, 000 0.601 0.507 0.094** 0.045 203 294 Income >CHF 11,000 0.103 0.058 0.046* 0.025 203 294 This table shows descriptive statistics for the four ballots considered, as well as whether there is a significant difference between men and women
Roth Swiss Journal of Economics and Statistics (2020) 156:17 Page 24 of 30 Table 6 Post-vote survey: correlation between the probability to vote yes and attitudes towards gender equality Bill Mat. leave I Mat. leave II Fam. pol. Fam. init. Gender equality 0.17*** 0.19*** 0.17*** 0.07 (0.04) (0.04) (0.04) (0.05) Age/10 −0.22** 0.00 −0.04 0.20** (0.10) (0.09) (0.10) (0.10) Age20.02* −0.00 0.00 −0.01 (0.01) (0.01) (0.01) (0.01) Tertiary educ. 0.03 0.11* 0.09* −0.00 (0.06) (0.06) (0.05) (0.06) Female 0.07 −0.02 0.05 0.08* (0.04) (0.04) (0.05) (0.05) Employed 0.11** 0.02 0.00 0.12** (0.05) (0.05) (0.06) (0.06) Income CHF 5, 000 −11, 000 −0.03 −0.00 −0.00 0.09* (0.05) (0.05) (0.05) (0.05) Income >CHF 11,000 −0.02 −0.02 −0.14 0.20** (0.06) (0.07) (0.10) (0.09) Retired −0.01 −0.02 0.00 0.13 (0.09) (0.10) (0.09) (0.09) Married 0.01 0.00 0.11** −0.14*** (0.05) (0.05) (0.05) (0.05) Constant 0.79*** 0.62*** 0.46* −0.19 (0.23) (0.20) (0.26) (0.24) Number of observations 569 469 511 490 R-square 0.07 0.08 0.05 0.06 Correlation between the probability to vote “Yes” in the four bills considered and personal attitudes towards gender equality. Calculations draw on post-vote surveys conducted with a random sample of Swiss voters. The table shows that attitudes towards gender equality are an important driver of vote results in the ballots considered. Gender equality is a dummy variable based on the question “Are you in favor of Switzerland actively promoting female equality to men (survey question A91h≤3) or in favor of Switzerland favoring neither men nor women (survey question 3 <A91 <=6) statistically significant for all four ballots considered. The only other variable which is significant in all four ballots is employment: men are about 14ppt more likely to be employed than women. The employment fractions seem very low at first sight. However, in the post vote survey, everybody who does not have any formal employment is considered not employed. This includes retired individuals, who constitute about one third of the total sample. All the variables displayed in Table 7 are also considered in the regressions in Table 5. The estimates show a significant positive effect of age and whether an individual is employed on the probability that somebody votes yes. In the maternity leave ballot in 1999, older people were less likely to vote yes. In the 2004 maternity leave and the family policy ballot, there is a positive correlation between tertiary education and the probability to vote yes. However, the biggest correlation is found between party affinity and the probability to vote yes: voters describing themselves as affiliated with the Social Party (SP), the biggest left wing party in CH, are 21% to 42% more likely to vote yes, whereas voters describing themselves as affiliated with the Swiss People Party (SVP), the biggest right wing party, are 35% to 42% less likely to vote yes. Affiliation with other parties does not have any correlation with voting behavior.